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patrick013 / Image-Classification-CNN-and-VGG

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This is a image classification project from Cat of Dog Kaggel competition. In this project, I applied convolutional neural network for image classification. And the end, I also applied VGG-16 convolutional neural network by using transfer learning. VGG-16 is a popular deep learning neural network in computer vision, proposed by K. Simonyan and A…

computer-vision cnn image-classification vgg-network
  • Updated Jan 12, 2020
  • Jupyter Notebook

levisstrauss / Computer-Vision-Dog-Breed-Recognition-System

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Computer vision system that identifies dog breeds with 93.3% accuracy using transfer learning (VGG, ResNet, AlexNet). Features model comparison, performance analytics, and applications for veterinary tech, pet retail, and animal shelters.

computer-vision deep-learning python3 pytorch image-classification convolutional-neural-networks transfer-learning batch-processing performance-optimization model-comparison vgg-network dog-breed-identification resnet-alexnet production-pipeline
  • Updated May 21, 2025
  • Python

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